MoleculeNet represents a important jump in accelerating compound finding through the application of machine reasoning. This platform provides a large dataset of molecular attributes, structured for machine training. By allowing researchers to build predictive models, MoleculeNet strives to reshape how new pharmaceuticals, materials, and reagents ar